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Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders.
Victor Prokhorov
Yingzhen Li
Ehsan Shareghi
Nigel Collier
Published in:
RepL4NLP@ACL-IJCNLP (2021)
Keyphrases
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learning process
learning algorithm
high dimensional
learning systems
active exploration
unsupervised learning
active learning
online learning
denoising
graphical models
prior knowledge
sparse representation
learning tasks
learning problems
feed forward
sparsity constraints
machine learning